Multi-Objective Provisioning of Network Slices using Deep Reinforcement Learning

no code implementations • 27 Jul 2022 • Chien-Cheng Wu, Vasilis Friderikos, Cedomir Stefanovic

To this end, we model the real-time NSP as an Online Network Slice Provisioning (ONSP) problem.

reinforcement-learning Reinforcement Learning (RL)

Analysis and Optimization of the Latency Budget in Wireless Systems with Mobile Edge Computing

no code implementations • 27 Jan 2022 • Suraj Suman, Cedomir Stefanovic, Strahinja Došen, Petar Popovski

This is a critical link tasked with a timely and reliable transfer of potentially significant amount of data from the multitude of sensors.

Data Compression Edge-computing

Grant-Free Radio Access for Short-Packet Communications over 5G Networks

1 code implementation • 7 Sep 2017 • Amin Azari, Petar Popovski, Guowang Miao, Cedomir Stefanovic

Radio access management plays a vital role in delay and energy consumption of connected devices.

Information Theory Information Theory

Distributed Estimation of the Operating State of a Single-Bus DC MicroGrid without an External Communication Interface

no code implementations • 14 Sep 2016 • Marko Angjelichinoski, Anna Scaglione, Petar Popovski, Cedomir Stefanovic

We propose a decentralized Maximum Likelihood solution for estimating the stochastic renewable power generation and demand in single bus Direct Current (DC) MicroGrids (MGs), with high penetration of droop controlled power electronic converters.